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Evaluation of Control Performance of Multi-stage Fuzzy Reasoning in Anti-lock Braking System for Railways Using Fuzzy Reasoning

  • Tetsuya Asanome
  • Toshiaki Nonaka
  • Yasunori Endo
  • Shin-ichi Nakazawa
  • Hiroshi Yoshikawa
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3558)

Abstract

Anti-lock braking system (ABS) for railways is mentioned as one of the way of reducing the risk for railways. Recently, ABS for railways is put in practical use, for example, ABS using multi-stage fuzzy reasoning. In this paper, we propose the new types of ABS using one-stage fuzzy reasoning, and compare the control performances of the proposed ABSs with the present ABS in respect of braking distance, wheel damages, and the frequency of action of valves through the numerical simulations. Moreover, we show the effect for the prevention of hunting.

Keywords

Friction Force Control Performance Reference Velocity Fuzzy Reasoning Release Valve 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Nonaka, T., Endo, Y., Yoshikawa, H.: Improvement of Control Performance of Anti- Lock Braking System with Fuzzy Reasoning for Rolling Stock. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 16(5), 431–440 (2004)Google Scholar
  2. 2.
    Mizumoto, M.: Fuzzy Reasoning (2). Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 4(3), 35–46 (1992)MathSciNetGoogle Scholar
  3. 3.
    Nonaka, T., Ohyama, T., Endo, Y., Yoshikawa, H.: Anti-Lock Braking System for Train Sets on Railways (1st Report, Formation of Dynamics Model and Methods of Evaluation for Controls). Transactions of the Japan Society of Mechanical Engineers, C (to be published)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Tetsuya Asanome
    • 1
  • Toshiaki Nonaka
    • 2
  • Yasunori Endo
    • 3
  • Shin-ichi Nakazawa
    • 4
  • Hiroshi Yoshikawa
    • 5
  1. 1.Graduate School of Systems and Information EngineeringUniversity of TsukubaIbarakiJapan
  2. 2.Odakyu Electric Railway CorporationTokyoJapan
  3. 3.Faculty of Systems and Information EngineeringUniversity of TsukubaIbarakiJapan
  4. 4.Railway Technical Research InstituteTokyoJapan
  5. 5.Mitsubishi Electric CorporationHyogoJapan

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